EN中文

经济地理 >

2023 , Vol. 43 >Issue 7: 215 - 224

DOI: https://doi.org/10.15957/j.cnki.jjdl.2023.07.021

旅游经济与管理

区域旅游发展对水资源绿色效率的影响及其时空分异

展开
  • 1.南京大学 地理与海洋科学学院,中国江苏 南京 210046;
    2.南京财经大学 工商管理学院,中国江苏 南京 210023;
    3.新疆大学 旅游学院,中国新疆 乌鲁木齐 830046;
    4.南京财经大学 公共管理学院,中国江苏 南京 210023
曹姗姗（1989—）,女,博士研究生,研究方向为旅游经济和旅游可持续发展。E-mail：njcd2002@126.com

收稿日期: 2023-02-24

  修回日期: 2023-05-18

  网络出版日期: 2023-11-03

基金资助

国家自然科学基金项目（42001156、41920104002）; 海南省自然科学基金高层次人才项目（721RC518）

收起

The Impact of Tourism Development on Green Efficiency of Water Resources in China and Its Spatio-temporal Differentiation

Expand
  • 1. School of Geography and Ocean Science,Nanjing University,Nanjing 210046,Jiangsu,China;
    2. School of Business Administration,Nanjing University of Finance and Economics,Nanjing 210023,Jiangsu,China;
    3. School of Tourism,Xinjiang University,Urumqi 830046,Xinjiang,China;
    4.School of Public Administration,Nanjing University of Finance and Economics,Nanjing 210023,Jiangsu,China

Received date: 2023-02-24

  Revised date: 2023-05-18

  Online published: 2023-11-03

Fold

摘要

旅游发展对水资源的利用具有较强的空间关联性及高度弹性。基于经济绿色发展战略背景,论证中国旅游发展是否促进水资源绿色效率具有重要意义。文章基于2010—2020年中国30省域的面板数据,采用SBM-DEA模型测算各地水资源绿色效率,运用空间面板计量模型,探究旅游发展对水资源绿色效率的影响及区域差异。研究发现：①中国水资源绿色效率呈现先减后增的趋势,区域差异性较大,内部不均衡显著,水资源绿色效率总体表现为东部>西部>中部。②旅游发展对水资源绿色效率的影响呈“U”型曲线特征。在不同阶段,旅游发展对水资源绿色效率的影响存在明显差异。在旅游发展影响水资源绿色效率中,科技创新介入和产业结构优化发挥了较为重要的渠道效应。③从分区域回归结果看,旅游发展对水资源绿色效率影响的“U”型曲线特征,在东部、中部表现较为显著,在西部的显著性较弱。④在控制变量中,科技创新、产业结构优化、环境规制、人口规模都显著影响东部水资源绿色效率,但环境规制、人口规模对西部的影响不显著。

关键词： 旅游发展; 水资源绿色效率; 区域差异; DEA模型; 空间面板模型

本文引用格式

曹姗姗, 何昭丽, 徐力璇, 杨清可, 张丽 . 区域旅游发展对水资源绿色效率的影响及其时空分异[J]. 经济地理, 2023 , 43(7) : 215 -224 . DOI: 10.15957/j.cnki.jjdl.2023.07.021

Abstract

Based on the panel data of 30 provincial-level regions in China from 2010 to 2020,this paper uses SBM-DEA model to calculate the green efficiency of water resources in each region. It explores the impact of tourism development on the green efficiency of water resources and regional differences by the means of spatial panel econometric model. The results show that: 1) The green efficiency of water resources in China decreases first and then increases,and the regional differences are large,and the internal imbalance is significant. The values of overall green efficiency of water resources which show the decreasing trend in China are higher in the eastern region than that in the central region and the lowest in the western region. 2) The influence of tourism development on the green efficiency of water resources shows a U-shaped curve. There are obvious differences in the influence of tourism development on the green efficiency of water resources on different stages. Scientific and technological innovation and industrial structure optimization play an important role in the influence of tourism development on water resource green efficiency. 3) According to the results of sub-regional regression,the impact of tourism development on water resource green efficiency has obvious U-shaped curve characteristics in the eastern and central regions compares with the western regions. 4) Among the control variables,scientific and technological innovation,industrial structure optimization,environmental regulation and population size all significantly affect the green efficiency of water resources in the eastern region,but environmental regulation and population size have no significant impact on the western region.

Key words： tourism development; green efficiency of water resources; regional differences; DEA model; spatial panel model

参考文献

[1] Hadjikakou M,Chenoweth J,Miller G.Estimating the direct and indirect water use of tourism in the eastern Mediterranean[J].Journal of Environmental Management,2013,114,548-556.
[2] Luo Y,Huang Y,Bi H,et al.Analysis of impacts of tourism related water consumption in Hainan province[J].Tropical Geography,2010,30(2):200-204.
[3] Lee L C,Wang Y,Zuo J.The nexus of water-energy-food in China's tourism industry[J].Resources,Conservation and Recycling,2021,164:105-157.
[4] 郭向阳,穆学青,丁正山,等. 城市生态环境与旅游经济协调效应及动态关系——以曲靖为例[J]. 经济地理,2020,40(7):231-240.
[5] 左其亭,胡德胜,窦明,等. 基于人水和谐理念的最严格水资源管理制度研究框架及核心体系[J]. 资源科学,2014,36(5):906-912.
[6] 孙才志,姜坤,赵良仕. 中国水资源绿色效率测度及空间格局研究[J]. 自然资源学报,2017,32(12):1999-2011.
[7] Yao X,Feng W,Zhang X,et al.Measurement and decomposition of industrial green total factor water efficiency in China[J]. Journal of Cleaner Production,2018,198:1144-1156.
[8] Gössling S,Peeters P,Hall C M,et al.Tourism and water use:Supply,demand,and security. An international review[J]. Tourism Management,2012,33(1):1-15.
[9] 何昭丽,王瑞方. 干旱区旅游业用水供需适配性评价模型及应用——以中国新疆为例[J]. 自然资源学报,2021,36(12):3215-3231.
[10] Liu Q,Browne A L,Deljana L.Creating water demand:Bathing practice performances in a Chinese hot spring tourist town[J].Journal of Sustainable Tourism,2022,30(4):685-703.
[11] Gössling S.The consequences of tourism for sustainable water use on a tropical island:Zanziba,Tanzania[J]. Journal of Environmental Management,2001,61(2):179-191.
[12] 李嫄,王艳婷. 京津冀旅游行业全寿命水足迹的核算与预测研究[J]. 河北工业大学学报:社会科学版,2015,7(2):16-22,52.
[13] Cazcarro A Y,Hoekstra J,Sánchez Ch.The water footprint of tourism in Spain[J].Tourism Management,2014,40:90-101.
[14] Yoon H,Sauri D,Rico A.The water-energy nexus in hotels and recreational activities of a mass tourism resort:The case of Benidorm[J]. Current Issues in Tourism,2022,25(4):592-610.
[15] 沈满洪,陈庆能. 水资源经济学[M]. 北京:中国环境科学出版社,2008.
[16] 侯鹰,李波,郝利霞,等. 北京市生态文明建设评价研究[J]. 生态经济(学术版),2012(1):436-440.
[17] Gabarda M A,Garcia X,Ribas A.Mass tourism and water efficiency in the hotel industry:A case study[J].International Journal of Hospitality Management,2017,61:82-93.
[18] Cole S K,Mullor E C,Ma Y,et al.“Tourism,water,and gender”——An international review of an unexplored nexus[J].WIREs Water,2020,https://doi.org/10.1002/wat2.1442.
[19] Casadevall S R,Arahuetes A,Navascués RV,et al.More water exchange,less water scarcity?Driving factors from conventional and reclaimed water swap between agricultural and urban-tourism activities in Alicante,Spain[J]. Urban Water Journal,2019,16(10):677-686.
[20] Chou C,Chen P.Preferences and willingness to pay for green hotel attributes in tourist choice behavior:The case of Taiwan[J].Journal of Travel & Tourism Marketing,2014,31(8):937-957.
[21] Stamboulis Y,Skayannis P.Innovation strategies and technology for experience-based tourism[J]. Tourism Management,2003,24(1):35-43.
[22] 周成,冯学钢,张旭红. 中国旅游科技创新的时空结构、重心轨迹及其影响因素研究[J]. 世界地理研究,2022,31(2):418-427.
[23] Mendoza E,Ferrero G,Slokar Y M,et al.Water management practices in Euro-Mediterranean hotels and resorts[J]. International Journal of Water Resources Development,2022,39(12):1-22.
[24] Lu L.Information based interventions for household water efficiency in England and Wales:Evidence,barriers and learning opportunities[J].International Journal of Water Resources Development,2020,36(6):926-939.
[25] Charara N,Cashman A,Bonnell R,et al.Water use efficiency in the hotel sector of Barbados[J]. Journal of Sustainable Tourism,2011,19(2):231-245.
[26] Tone K.Dealing with Undesirable Outputs in DEA:A Slacks based Measure (SBM) Approach [R].Toronto:North American Productivity Workshop,2004.
[27] 何昭丽,王松茂. 中国旅游资源转换效率的时空演变及影响机理[J]. 中国人口·资源与环境,2020,30(11):185-193.
[28] Anselin L,Raymond J,Florax G.Advances in Spatial Econometrics:Methodology,Tools and Applications[M]. Berlin:Springer Verlag,2004.
[29] 张军,吴桂英,张吉鹏. 中国省际物质资本存量估算:1952—2000[J]. 经济研究,2004(10):35-44.
[30] 赵良仕,冷明祥,孙才志. 中国省际全要素水资源绿色效率及节水减排潜力分析[J]. 地域研究与开发,2021,40(4):123-128.
[31] 方叶林,黄震方,王芳,等. 中国大陆省际旅游效率时空演化及其俱乐部趋同研究[J]. 地理科学进展,2018,37(10):1392-1404.
[32] 鲁元平,王品超,朱晓盼. 城市化、空间溢出与技术创新:基于中国264个地级市的经验证据[J]. 财经科学,2017(11) :78-89.
[33] 何昭丽,张振龙,孙慧. 中国旅游专业化与经济增长关系研究[J].新疆师范大学学报:哲学社会科学版,2018,39(3):151-160.
[34] 徐力璇. 旅游发展对城市用水效率的影响研究[D]. 乌鲁木齐:新疆大学,2021.
[35] 丰晓旭. 全域旅游和区域绿色发展的关联度[J]. 改革,2018(2):122-131.
Options
文章导航

/

〈 〉